Dimensionally Aware Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.8620

@InProceedings{keijzer:1999:DAGP,

• author = "Maarten Keijzer and Vladan Babovic",
• title = "Dimensionally Aware Genetic Programming",
• booktitle = "Proceedings of the Genetic and Evolutionary Computation Conference",
• year = "1999",
• editor = "Wolfgang Banzhaf and Jason Daida and Agoston E. Eiben and Max H. Garzon and Vasant Honavar and Mark Jakiela and Robert E. Smith",
• volume = "2",
• pages = "1069--1076",
• address = "Orlando, Florida, USA",
• publisher_address = "San Francisco, CA 94104, USA",
• month = "13-17 " # jul,
• publisher = "Morgan Kaufmann",
• keywords = "genetic algorithms, genetic programming",
• ISBN = "1-55860-611-4",
• URL = "http://gpbib.cs.ucl.ac.uk/gecco1999/GP-420.ps",
• URL = "http://gpbib.cs.ucl.ac.uk/gecco1999/GP-420.pdf",
• size = "8 pages",
• abstract = "Physical measurements are generally accompanied by their units of measurement. This contribution introduces an extension of genetic programming that exploits the information captured in the units of measurement and compares it against standard methods of genetic programming. The motivations for the development of this dimensionally-aware GP are twofold: to enhance the search efficiency by using the knowledge contained in the dimension information and to enhance the interpretability of the produced formulae. The performance of GP is examined on a number of experiments and the results are reported for four variants of GP.",
• notes = "GECCO-99 A joint meeting of the eighth international conference on genetic algorithms (ICGA-99) and the fourth annual genetic programming conference (GP-99)",

}

Genetic Programming entries for Maarten Keijzer Vladan Babovic

Citations